The rules of eligibility for Part B medical insurance are simpler than for Part A: If you are age 65 or over and are either a U.S. citizen or a permanent resident who has been here lawfully for five consecutive years, you are eligible to enroll in Medicare Part B medical insurance. This is true whether or not you are eligible for Part A hospital insurance.